{"id":"https://openalex.org/W4308079974","doi":"https://doi.org/10.1109/itsc55140.2022.9921996","title":"Driver Profile Modeling Based on Driving Style, Personality Traits, and Mood States","display_name":"Driver Profile Modeling Based on Driving Style, Personality Traits, and Mood States","publication_year":2022,"publication_date":"2022-10-08","ids":{"openalex":"https://openalex.org/W4308079974","doi":"https://doi.org/10.1109/itsc55140.2022.9921996"},"language":"en","primary_location":{"id":"doi:10.1109/itsc55140.2022.9921996","is_oa":false,"landing_page_url":"https://doi.org/10.1109/itsc55140.2022.9921996","pdf_url":null,"source":{"id":"https://openalex.org/S4363607737","display_name":"2022 IEEE 25th International Conference on Intelligent Transportation Systems (ITSC)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 IEEE 25th International Conference on Intelligent Transportation Systems (ITSC)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5050822564","display_name":"Xishun Liao","orcid":"https://orcid.org/0000-0002-7219-8971"},"institutions":[{"id":"https://openalex.org/I103635307","display_name":"University of California, Riverside","ror":"https://ror.org/03nawhv43","country_code":"US","type":"education","lineage":["https://openalex.org/I103635307"]},{"id":"https://openalex.org/I4210145184","display_name":"Honda (United States)","ror":"https://ror.org/04vdmc602","country_code":"US","type":"company","lineage":["https://openalex.org/I1283473643","https://openalex.org/I4210145184"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Xishun Liao","raw_affiliation_strings":["Xishun Liao is with University of California,Riverside,California,USA","Xishun Liao is with University of California, Riverside, California, USA","Honda Research Institute USA, Inc., San Jose, CA, USA"],"affiliations":[{"raw_affiliation_string":"Xishun Liao is with University of California,Riverside,California,USA","institution_ids":["https://openalex.org/I103635307"]},{"raw_affiliation_string":"Xishun Liao is with University of California, Riverside, California, USA","institution_ids":["https://openalex.org/I103635307"]},{"raw_affiliation_string":"Honda Research Institute USA, Inc., San Jose, CA, USA","institution_ids":["https://openalex.org/I4210145184"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085894046","display_name":"Shashank Mehrotra","orcid":"https://orcid.org/0000-0002-6749-3773"},"institutions":[{"id":"https://openalex.org/I4210145184","display_name":"Honda (United States)","ror":"https://ror.org/04vdmc602","country_code":"US","type":"company","lineage":["https://openalex.org/I1283473643","https://openalex.org/I4210145184"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Shashank Mehrotra","raw_affiliation_strings":["Honda Research Institute USA, Inc.,San Jose,CA,USA,95134"],"affiliations":[{"raw_affiliation_string":"Honda Research Institute USA, Inc.,San Jose,CA,USA,95134","institution_ids":["https://openalex.org/I4210145184"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042763734","display_name":"Samson Ho","orcid":null},"institutions":[{"id":"https://openalex.org/I4210145184","display_name":"Honda (United States)","ror":"https://ror.org/04vdmc602","country_code":"US","type":"company","lineage":["https://openalex.org/I1283473643","https://openalex.org/I4210145184"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Samson Ho","raw_affiliation_strings":["Honda Research Institute USA, Inc.,San Jose,CA,USA,95134"],"affiliations":[{"raw_affiliation_string":"Honda Research Institute USA, Inc.,San Jose,CA,USA,95134","institution_ids":["https://openalex.org/I4210145184"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038291773","display_name":"Yuki Gorospe","orcid":null},"institutions":[{"id":"https://openalex.org/I4210145184","display_name":"Honda (United States)","ror":"https://ror.org/04vdmc602","country_code":"US","type":"company","lineage":["https://openalex.org/I1283473643","https://openalex.org/I4210145184"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yuki Gorospe","raw_affiliation_strings":["Honda Research Institute USA, Inc.,San Jose,CA,USA,95134"],"affiliations":[{"raw_affiliation_string":"Honda Research Institute USA, Inc.,San Jose,CA,USA,95134","institution_ids":["https://openalex.org/I4210145184"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101704166","display_name":"Xingwei Wu","orcid":"https://orcid.org/0000-0002-1656-6864"},"institutions":[{"id":"https://openalex.org/I4210145184","display_name":"Honda (United States)","ror":"https://ror.org/04vdmc602","country_code":"US","type":"company","lineage":["https://openalex.org/I1283473643","https://openalex.org/I4210145184"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Xingwei Wu","raw_affiliation_strings":["Honda Research Institute USA, Inc.,San Jose,CA,USA,95134"],"affiliations":[{"raw_affiliation_string":"Honda Research Institute USA, Inc.,San Jose,CA,USA,95134","institution_ids":["https://openalex.org/I4210145184"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5072179032","display_name":"Teruhisa Mistu","orcid":null},"institutions":[{"id":"https://openalex.org/I4210145184","display_name":"Honda (United States)","ror":"https://ror.org/04vdmc602","country_code":"US","type":"company","lineage":["https://openalex.org/I1283473643","https://openalex.org/I4210145184"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Teruhisa Mistu","raw_affiliation_strings":["Honda Research Institute USA, Inc.,San Jose,CA,USA,95134"],"affiliations":[{"raw_affiliation_string":"Honda Research Institute USA, Inc.,San Jose,CA,USA,95134","institution_ids":["https://openalex.org/I4210145184"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5050822564"],"corresponding_institution_ids":["https://openalex.org/I103635307","https://openalex.org/I4210145184"],"apc_list":null,"apc_paid":null,"fwci":2.1434,"has_fulltext":false,"cited_by_count":20,"citation_normalized_percentile":{"value":0.9890329,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"709","last_page":"716"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10370","display_name":"Traffic and Road Safety","score":0.9954000115394592,"subfield":{"id":"https://openalex.org/subfields/2213","display_name":"Safety, Risk, Reliability and Quality"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10370","display_name":"Traffic and Road Safety","score":0.9954000115394592,"subfield":{"id":"https://openalex.org/subfields/2213","display_name":"Safety, Risk, Reliability and Quality"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11099","display_name":"Autonomous Vehicle Technology and Safety","score":0.9846000075340271,"subfield":{"id":"https://openalex.org/subfields/2203","display_name":"Automotive Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12095","display_name":"Vehicle emissions and performance","score":0.9524999856948853,"subfield":{"id":"https://openalex.org/subfields/2203","display_name":"Automotive Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/mood","display_name":"Mood","score":0.7254320979118347},{"id":"https://openalex.org/keywords/personality","display_name":"Personality","score":0.6494878530502319},{"id":"https://openalex.org/keywords/big-five-personality-traits","display_name":"Big Five personality traits","score":0.6225296854972839},{"id":"https://openalex.org/keywords/inference","display_name":"Inference","score":0.5394507050514221},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5020742416381836},{"id":"https://openalex.org/keywords/preference","display_name":"Preference","score":0.42396080493927},{"id":"https://openalex.org/keywords/fuzzy-inference-system","display_name":"Fuzzy inference system","score":0.41204166412353516},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.3413592576980591},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.3164934515953064},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.26346927881240845},{"id":"https://openalex.org/keywords/adaptive-neuro-fuzzy-inference-system","display_name":"Adaptive neuro fuzzy inference system","score":0.23131787776947021},{"id":"https://openalex.org/keywords/social-psychology","display_name":"Social psychology","score":0.20877382159233093},{"id":"https://openalex.org/keywords/fuzzy-control-system","display_name":"Fuzzy control system","score":0.1764662265777588},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.08947992324829102}],"concepts":[{"id":"https://openalex.org/C2780733359","wikidata":"https://www.wikidata.org/wiki/Q331769","display_name":"Mood","level":2,"score":0.7254320979118347},{"id":"https://openalex.org/C187288502","wikidata":"https://www.wikidata.org/wiki/Q641118","display_name":"Personality","level":2,"score":0.6494878530502319},{"id":"https://openalex.org/C2865642","wikidata":"https://www.wikidata.org/wiki/Q378132","display_name":"Big Five personality traits","level":3,"score":0.6225296854972839},{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.5394507050514221},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5020742416381836},{"id":"https://openalex.org/C2781249084","wikidata":"https://www.wikidata.org/wiki/Q908656","display_name":"Preference","level":2,"score":0.42396080493927},{"id":"https://openalex.org/C2987376176","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy inference system","level":5,"score":0.41204166412353516},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.3413592576980591},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.3164934515953064},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.26346927881240845},{"id":"https://openalex.org/C186108316","wikidata":"https://www.wikidata.org/wiki/Q352530","display_name":"Adaptive neuro fuzzy inference system","level":4,"score":0.23131787776947021},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.20877382159233093},{"id":"https://openalex.org/C195975749","wikidata":"https://www.wikidata.org/wiki/Q1475705","display_name":"Fuzzy control system","level":3,"score":0.1764662265777588},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.08947992324829102},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/itsc55140.2022.9921996","is_oa":false,"landing_page_url":"https://doi.org/10.1109/itsc55140.2022.9921996","pdf_url":null,"source":{"id":"https://openalex.org/S4363607737","display_name":"2022 IEEE 25th International Conference on Intelligent Transportation Systems (ITSC)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 IEEE 25th International Conference on Intelligent Transportation Systems (ITSC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":33,"referenced_works":["https://openalex.org/W1559821814","https://openalex.org/W1603436526","https://openalex.org/W1969590801","https://openalex.org/W1978849969","https://openalex.org/W1997855405","https://openalex.org/W2029809489","https://openalex.org/W2071559616","https://openalex.org/W2079836081","https://openalex.org/W2117431273","https://openalex.org/W2126105956","https://openalex.org/W2155632266","https://openalex.org/W2522853165","https://openalex.org/W2612918159","https://openalex.org/W2615547864","https://openalex.org/W2745090846","https://openalex.org/W2790812169","https://openalex.org/W2791536025","https://openalex.org/W2889927242","https://openalex.org/W2891385160","https://openalex.org/W2911964244","https://openalex.org/W2912665531","https://openalex.org/W2946644851","https://openalex.org/W2971977515","https://openalex.org/W3007724338","https://openalex.org/W3016428556","https://openalex.org/W3022893663","https://openalex.org/W3086559480","https://openalex.org/W3136296458","https://openalex.org/W3168387826","https://openalex.org/W4210275742","https://openalex.org/W4287689466","https://openalex.org/W6675563187","https://openalex.org/W6781905506"],"related_works":["https://openalex.org/W2089471226","https://openalex.org/W2179809149","https://openalex.org/W2123966708","https://openalex.org/W2514522360","https://openalex.org/W1992246959","https://openalex.org/W2206650845","https://openalex.org/W2050002521","https://openalex.org/W2073735673","https://openalex.org/W2032540040","https://openalex.org/W4306706685"],"abstract_inverted_index":{"With":[0],"the":[1,18,36,44,53,75,95,103,180],"advent":[2],"of":[3,38,62,77,89,97],"advanced":[4],"safety":[5,11],"features":[6],"and":[7,46,70,99,118,145,157,175],"automated":[8],"vehicles,":[9],"driver":[10,33,79,176],"has":[12],"become":[13],"critical":[14],"in":[15,35,102,170],"situations":[16],"where":[17],"human":[19],"is":[20,28,56,60],"expected":[21],"to":[22,31,43,47,110],"disengage":[23],"or":[24],"drive":[25],"partially.":[26],"It":[27],"therefore":[29],"vital":[30],"understand":[32],"profiles":[34],"development":[37],"systems":[39],"that":[40],"can":[41,50,167],"adapt":[42],"user":[45],"which":[48],"they":[49],"trust.":[51],"Understanding":[52],"driving":[54,66,106,131,141,155,172],"profile":[55],"challenging":[57],"as":[58],"it":[59],"composed":[61],"several":[63],"factors,":[64],"including":[65],"style,":[67],"mood":[68,116,143],"states,":[69,144],"personality":[71,119,158],"traits.":[72],"To":[73],"fulfill":[74],"purpose":[76],"modeling":[78],"profiles,":[80],"this":[81,135],"paper":[82],"proposed":[83],"a":[84,146],"comprehensive":[85],"framework.":[86],"A":[87],"total":[88],"28":[90],"licensed":[91],"male":[92],"drivers":[93],"between":[94,140],"ages":[96],"21":[98],"40":[100],"participated":[101],"study;":[104],"their":[105],"behavior":[107],"was":[108,152],"recorded":[109],"create":[111],"an":[112],"integrated":[113,136],"dataset.":[114,137],"Additionally,":[115],"states":[117],"traits":[120],"were":[121],"collected":[122],"via":[123],"surveys.":[124],"The":[125,138],"fuzzy":[126],"logic":[127],"inference":[128],"system":[129],"identified":[130],"styles":[132,156],"based":[133],"on":[134],"relationship":[139],"styles,":[142],"prediction":[147,166],"model":[148],"using":[149],"random":[150],"forest":[151],"developed":[153],"for":[154,179],"types":[159],"(obtained":[160],"through":[161],"clustering).":[162],"Ultimately,":[163],"findings":[164],"from":[165],"be":[168],"utilized":[169],"risky":[171],"style":[173],"detection":[174],"preference":[177],"sharing":[178],"Mobility-as-a-Service":[181],"purpose.":[182]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":6},{"year":2023,"cited_by_count":8}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}